Bulk-Edit-Events
ChatGPTApply the same edit to multiple events at once. Provide a list of event_names and one or more fields to update. Supported fields: hidden, verified, dropped, tags, contact_emails, team_contact_names. Maximum 50 events per call.
Bulk-Edit-Properties
ChatGPTApply the same edit to multiple properties at once. Provide a list of property_names, a resource_type ("Event" or "User"), and one or more fields to update. Supported fields: hidden, dropped, sensitive. Maximum 50 properties per call.
Create-Dashboard
ChatGPTCreate a Mixpanel dashboard that combines multiple reports and text into a single view. Use when the user asks for a "dashboard," "board", or requests to save several reports grouped together. For a single report request, prefer Run-Query. Requires query_id(s) from prior Run-Query calls (use skip_results=true to chain multiple queries). Max 30 rows per dashboard. Each row can contain up to 4 items (text cards or reports). Row schema: {'$defs': {'ReportContent': {'description': 'Report content for a dashboard row.', 'properties': {'type': {'const': 'report', 'default': 'report', 'title': 'Type', 'type': 'string'}, 'query_id': {'description': 'query_id from Run-Query', 'title': 'Query Id', 'type': 'string'}, 'name': {'maxLength': 255, 'title': 'Name', 'type': 'string'}, 'description': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'title': 'Description'}}, 'required': ['query_id', 'name'], 'title': 'ReportContent', 'type': 'object'}, 'TextContent': {'description': 'Text content for a dashboard cell.', 'properties': {'type': {'const': 'text', 'default': 'text', 'title': 'Type', 'type': 'string'}, 'html_content': {'description': 'HTML content for the text card. Allowed tags: a, blockquote, br, code, em, h1, h2, h3, hr, li, mark, ol, p, s, strong, u, ul. Other tags are stripped. Do not include newlines; Each html element means a new line.', 'maxLength': 2000, 'title': 'Html Content', 'type': 'string'}}, 'required': ['html_content'], 'title': 'TextContent', 'type': 'object'}}, 'description': 'A row to add to a dashboard.', 'properties': {'contents': {'items': {'discriminator': {'mapping': {'report': '#/$defs/ReportContent', 'text': '#/$defs/TextContent'}, 'propertyName': 'type'}, 'oneOf': [{'$ref': '#/$defs/TextContent'}, {'$ref': '#/$defs/ReportContent'}]}, 'maxItems': 4, 'minItems': 1, 'title': 'Contents', 'type': 'array'}}, 'required': ['contents'], 'title': 'DashboardRow', 'type': 'object'} Time filter schema: {'$defs': {'DateRange': {'description': 'Date range specification for dashboard time filter.', 'properties': {'type': {'description': 'Type of date range', 'enum': ['since', 'between', 'in the last'], 'title': 'Type', 'type': 'string'}, 'from': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': "Start date (YYYY-MM-DD) for 'since' or 'between'", 'title': 'From'}, 'to': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'default': None, 'description': "End date (YYYY-MM-DD) for 'between'", 'title': 'To'}, 'window': {'anyOf': [{'$ref': '#/$defs/TimeWindow'}, {'type': 'null'}], 'default': None, 'description': "Time window for 'in the last'"}}, 'required': ['type'], 'title': 'DateRange', 'type': 'object'}, 'TimeWindow': {'description': 'Time window for relative date ranges.', 'properties': {'unit': {'description': 'Time unit', 'enum': ['day', 'week', 'month'], 'title': 'Unit', 'type': 'string'}, 'value': {'description': 'Number of units', 'minimum': 1, 'title': 'Value', 'type': 'integer'}}, 'required': ['unit', 'value'], 'title': 'TimeWindow', 'type': 'object'}}, 'description': 'Dashboard time filter.', 'properties': {'dateRange': {'$ref': '#/$defs/DateRange', 'description': 'Date range configuration'}, 'displayText': {'description': "Human-readable display text, e.g. 'Last 30 days'", 'title': 'Displaytext', 'type': 'string'}}, 'required': ['dateRange', 'displayText'], 'title': 'DashboardTimeFilter', 'type': 'object'}
Create-Tag
ChatGPTCreate a tag for organizing events and properties in Lexicon.
Delete-Dashboard
ChatGPTDelete a dashboard. Always confirm with the user before proceeding. Use List-Dashboards or Get-Dashboard to find the dashboard ID.
Delete-Tag
ChatGPTDelete a tag from a Mixpanel project. This removes the tag from all associated events and properties. Use with caution as this operation cannot be undone.
Dismiss-Issues
ChatGPTDismiss data quality issues matching natural criteria - no need to look up IDs first. Specify what to dismiss using event names, property names, dates, and issue types. Example: dismiss issues for the 'signup' event from November 15th, or dismiss all type drift issues for the 'user_id' property. IMPORTANT: If multiple issues match your criteria, you must set dismiss_all_matching=True as a safety measure. To dismiss a single issue, provide enough criteria to uniquely identify it (event + date, or property + date).
Display-Query
ChatGPTDisplay the interactive chart widget for a previously-run query. Takes a query_id returned by Run-Query and render results in the MCP App visualization widget.
Duplicate-Dashboard
ChatGPTCreate a copy of an existing dashboard with all its contents. Optionally override the title and description of the new dashboard.
Edit-Event
ChatGPTUse contact_emails or team_contact_names for ownership. Set verified=True to verify/approve events, hidden=True to hide from UI, dropped=True to deprecate.
Edit-Property
ChatGPTSet sensitive=True for PII data classification.
Get-Dashboard
ChatGPTSet include_layout=True to get full layout with cell/row IDs (needed for Update-Dashboard). Layout format: [[row_id, [[cell_id, type, extra], ...]], ...].
Get-Events
ChatGPTGet events for a Mixpanel project. Two lookup modes (mutually exclusive): - event_names: Look up specific events by exact name. Lightweight server-side filter. - query: Search/discover events by substring match (case-insensitive). Fetches all events. include_details: When True, return full event metadata (tags, description, display_name, verified, hidden, dropped) for each event. Set to false if no details are needed, to keep the response compact. tag: Filter to events that have this tag name. verified/hidden/dropped: Filter by metadata status (True or False).
Get-Issues
ChatGPTGet all data quality issues for a Mixpanel project. Returns rich context with human-readable descriptions, event/property names, timestamps, and variance details. Filter by event name, property name, issue type, status, date range, or search by description.
Get-Lexicon-URL
ChatGPTReturn a Mixpanel Lexicon transformations detail URL for an event or property. Provide either event or property along with project_id. If workspace_id is omitted, the tool will choose the 'All project data' workspace. Use this when the user wants to change event/property metadata such as display name and description.
Get-Projects
ChatGPTGet projects that are accessible to current user. Returns the project's id, name, workspaces and context. Use this and prompt the user to select a project from the available projects.
Get-Property
ChatGPTGet a property's full metadata. Use before editing to see current state.
Get-Property-Names
ChatGPTList property names. resource_type: 'Event' for event properties (set 'event' to scope to one event), 'User' for user properties, or omit for both.
Get-Property-Values
ChatGPTFor Event properties, the 'event' parameter is required.
Get-Query-Schema
ChatGPTGet the full instructions and JSON schema for building a full Mixpanel query. Call this to learn all available fields and options for the 'report' parameter in Run-Query. report_type: 'insights', 'funnels', 'flows', or 'retention'.
Get-Report
ChatGPTRetrieve a saved report from a Mixpanel project. Optionally include the report results if it's a queryable report type.
Get-User-Replays-Data
ChatGPTGet session replays information. Provide either a distinct_id (with from_date and to_date) to find all replays for a user, OR a list of specific replay_ids (up to 20) to analyze directly. Optionally include event_properties (up to 5) to fetch specific property values for each event.
List-Dashboards
ChatGPTPrefer Search-Entities with entity_types=['dashboard'] instead, it offers more flexibility and efficiency. Returns a list of all the dashboards in the project. Use query to filter by title (case-insensitive substring match).
Rename-Tag
ChatGPTRename an existing tag in a Mixpanel project. The new name must be unique within the project (max 175 characters). This updates all events and properties currently using this tag.
Run-Query
ChatGPTRun a single analytics query and return its results directly. Use this whenever the user requests a chart, a report, a metric, explore a behavior or root cause, or asks to "create a report". Returns results to chain queries iteratively. Only use skip_results=true when building a dashboard or you won't use the results. Report types: - insights: Basic report, supports different chart types, trends, and metric aggregations. - funnels: Conversion rates between sequential events within a time window. Requires at least 2 steps. - flows: Most frequent user paths to or from events. Shows steps before/after/between events as a sankey or paths chart. - retention: User engagement over time. Requires exactly 2 events: an initial action and a retention action. For very simple insights queries, use this schema as the report parameter: { "name": "string", "metrics": [ { "eventName": "string", "measurement": { "type": "basic", "math": "total | unique" } } ], "chartType": "table | line | bar", "unit": "hour | day | week | month", "dateRange": { "type": "relative", "range": { "unit": "day | week | month", "value": "integer" } } } For more elaborated queries, with multiple events, filters, breakdowns, formulas or advanced measurements you must call Get-Query-Schema(report_type: 'insights'|'funnels'|'flows'|'retention') first to see the full schema for the report parameter. Keep responses compact: prefer short date ranges (7-30 days) or coarser granularity (week/month), and avoid combining many breakdowns with fine-grained time series.
Search-Entities
ChatGPTSearch across all entities in a Mixpanel project: dashboards, reports, cohorts, experiments, feature flags, metric trees, playlists, and heat maps. query: can be empty to browse by sort order. entity_types: set to include specific entity types. Values: insights, funnels, flows, retention, dashboard, launch-analysis, experiments, feature-flags, metric-trees, playlists, heat-maps, cohort. - Use Get-Report to fetch full details for insights, funnels, flows, and retention types. - Use Get-Dashboard to fetch full details for dashboards.
Update-Dashboard
ChatGPTCall Get-Dashboard with include_layout=True first to get cell/row IDs. - To update a report cell query_id, call Run-Query first. - To add rows or cells, use any temporary string ID (e.g. "temp-row-1"). - To add cell in a new row, use the row temp id in the cell definition. - For updates and deletes, use real row and cell ids from Get-Dashboard. rows: ['<row_id>', 'add'] | ['<row_id>', 'delete'] Content: {type: 'text', html_content: 'string'} | {type: 'report', query_id: 'string', name: 'string', description: 'string'} cells: ['<cell_id>', 'create', 'text' | 'report', {row_id: 'string', ...Content}] | ['<cell_id>', 'update', 'text' | 'report', {...Content}] | ['<cell_id>', 'delete']
Create-Dashboard
ClaudeCreate-Tag
ClaudeDelete-Tag
ClaudeDismiss-Issues
ClaudeEdit-Event
ClaudeEdit-Property
ClaudeGet-Dashboard
ClaudeGet-Event-Details
ClaudeGet-Events
ClaudeGet-Issues
ClaudeGet-Lexicon-URL
ClaudeGet-Projects
ClaudeGet-Property-Names
ClaudeGet-Property-Values
ClaudeGet-Query-Schema
ClaudeGet-Report
ClaudeGet-User-Replays-Data
ClaudeList-Dashboards
ClaudeRename-Tag
ClaudeRun-Query
Claude
